With the improvement of students' demand for badminton teaching, more and more training methods are added to badminton teaching methods. Badminton is one of the popular subjects in physical education courses in colleges and universities. Under the background of big data, through the application of big data technology, it can provide great convenience for teachers and students to teach and learn, and also promote the ability of cultivating students' autonomous learning. With the development of big data technology, sports reform based on big data technology will be put on the agenda. Under the background of big data, how to make use of this advantage efficiently, use scientific and reasonable strategies to stimulate students' subjective initiative of autonomous learning badminton technology, and actively explore in the process of learning. At the same time, improve teachers' teaching ability and teaching technology, so as to enhance students' badminton skills and give full play to the value of big data technology. How to change the original teaching mode, integrate the information provided by big data technology into the actual curriculum design, and improve the scientific nature of curriculum teaching. The formation of educational model in big data era is the inevitable trend of social development. The rational application of big data teaching mode has promoted the reform and development of traditional education, perfected the deficiency of traditional education, and made the development of physical education curriculum education more efficient, perfect and systematic.